Personalized Recommendation

In recent years, the amount of user-generated opinionated texts (e.g., reviews, user com- ments) continues to grow at a rapid speed: fea- tured news stories on a major event easily …...

AbstractUser attributes provide rich and useful information for user understanding, yet structured and easy-to-use attributes are often sparsely populated. In this paper, we leverage dialogues with conversational agents, which contain …...

AbstractThere has been a growing interest in developing conversational recommendation system (CRS), which provides valuable recommendations to users through conversations. Compared to the traditional recommendation, it advocates wealthier interactions and …...